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gpu [2018/12/01 21:09] popel [Rules] -pe smp now works with gpu |
gpu [2019/01/08 09:36] vodrazka [Servers with GPU units] |
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===== Servers with GPU units ===== | ===== Servers with GPU units ===== | ||
GPU cluster '' | GPU cluster '' | ||
- | | machine | GPU type | GPU driver version | [[https:// | + | |
- | | dll1 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | yes | | + | | machine | GPU type | GPU driver version | [[https:// |
- | | dll2 (out of order) | + | | dll1 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | |
- | | dll3 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | yes | | + | | dll2 | GeForce GTX 1080 | 396.24 | 6.1 | 8 | 8 | 249 | |
- | | dll4 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | yes | | + | | dll3 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | |
- | | dll5 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | yes | | + | | dll4 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | |
- | | dll6 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 123 | yes | | + | | dll5 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 249 | |
- | | kronos | + | | dll6 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 10 | 11 | 123 | |
- | | titan1 | + | | dll7 | GeForce GTX 1080 Ti | 396.24 | 6.1 | 1 | 11 | 123 | |
- | | titan2 | + | | kronos |
- | | twister1 | + | | titan1 |
- | | twister2 | Tesla K40c | 396.24 | 3.5 | 1 | 11 | 45 | no | | + | | titan2 |
Desktop machines: | Desktop machines: | ||
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| athena | | athena | ||
- | Not used at the moment: GeForce GTX 570 (from twister2) | ||
Multiple versions of CUDA library are accessible on each machine together with cudnn. Theano and TensorFlow is supported. | Multiple versions of CUDA library are accessible on each machine together with cudnn. Theano and TensorFlow is supported. | ||
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===== Rules ===== | ===== Rules ===== | ||
* First, read [[internal: | * First, read [[internal: | ||
- | * All the rules from [[:Grid]] apply, even more strictly than for CPU because there are too many GPU users and not as many GPUs available. So as a reminder: always use GPUs via '' | + | * All the rules from [[:Grid]] apply, even more strictly than for CPU because there are too many GPU users and not as many GPUs available. So as a reminder: always use GPUs via '' |
+ | * **Note that you need to use '' | ||
* Always specify the number of GPU cards (e.g. '' | * Always specify the number of GPU cards (e.g. '' | ||
* If you need more than one GPU card (on a single machine), always require as many CPU cores ('' | * If you need more than one GPU card (on a single machine), always require as many CPU cores ('' |